{"id":"W2439005893","doi":"10.1117/1.jbo.21.8.081210","title":"Optical clearing of melanoma<i>in vivo</i>: characterization by diffuse reflectance spectroscopy and optical coherence tomography","year":2016,"lang":"en","type":"article","venue":"Journal of Biomedical Optics","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"Ciência sem Fronteiras; Natural Sciences and Engineering Research Council of Canada; Universidade de São Paulo; Canadian Institutes of Health Research; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Toronto","keywords":"Optical coherence tomography; Optics; Diffuse reflectance infrared fourier transform; Spectroscopy; Materials science; Characterization (materials science); Diffuse optical imaging; Reflectivity; Optical tomography; Diffuse reflection; Tomography; Coherence (philosophical gambling strategy); Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003182232,0.0001885329,0.000428995,0.0003069582,0.00002507657,0.00003099224,0.00027845,0.0001953785,0.0000478747],"category_scores_gemma":[0.0001466635,0.0001387959,0.00009805898,0.0006659681,0.0005030697,0.0002381866,0.0000441619,0.0003340523,0.000003034083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000535425,"about_ca_system_score_gemma":0.00003512563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.488158e-7,"about_ca_topic_score_gemma":0.000001330146,"domain_scores_codex":[0.99812,0.00002677536,0.0008550781,0.000176493,0.000474425,0.0003472948],"domain_scores_gemma":[0.9988679,0.0002969599,0.0001715113,0.0001955368,0.0001124766,0.0003556053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004683916,0.0002272159,0.002549915,0.00004993222,0.00004220323,0.00001333288,0.00004021811,0.000002725418,0.9889205,0.002288425,0.0001072176,0.005711494],"study_design_scores_gemma":[0.005902692,0.002659875,0.04871441,0.00154818,0.0002301393,0.0002518925,0.0001186784,0.007024033,0.9255325,0.003749973,0.003199361,0.001068237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299201,0.0002026857,0.06815793,0.0006388899,0.0001512119,0.0001370479,0.00003523545,0.00003768813,0.0007192161],"genre_scores_gemma":[0.976148,0.0007718243,0.02291599,0.0000250948,0.00009310108,0.000006768886,0.000002163512,0.00002638069,0.00001064173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06338795,"threshold_uncertainty_score":0.5659931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006647536745704861,"score_gpt":0.229856064338586,"score_spread":0.2232085275928812,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}